Overview

Dataset statistics

Number of variables25
Number of observations31648
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.9 MiB
Average record size in memory361.3 B

Variable types

NUM22
CAT3

Reproduction

Analysis started2020-06-03 20:43:38.307403
Analysis finished2020-06-03 20:44:42.468843
Duration1 minute and 4.16 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

country has a high cardinality: 78 distinct values High cardinality
state has a high cardinality: 69 distinct values High cardinality
10k is highly correlated with 5k and 16 other fieldsHigh correlation
5k is highly correlated with 10k and 15 other fieldsHigh correlation
20k is highly correlated with 5k and 16 other fieldsHigh correlation
half is highly correlated with 5k and 16 other fieldsHigh correlation
25k is highly correlated with 5k and 16 other fieldsHigh correlation
30k is highly correlated with 5k and 16 other fieldsHigh correlation
35k is highly correlated with 5k and 16 other fieldsHigh correlation
40k is highly correlated with 5k and 16 other fieldsHigh correlation
official is highly correlated with 5k and 16 other fieldsHigh correlation
pace is highly correlated with 5k and 16 other fieldsHigh correlation
5k_avgSpeed is highly correlated with 5k and 15 other fieldsHigh correlation
10k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
20k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
25k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
30k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
35k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
40k_avgSpeed is highly correlated with 5k and 16 other fieldsHigh correlation
rank_overall is highly correlated with 10k and 15 other fieldsHigh correlation
rank_in_gender_only is highly correlated with rank_overallHigh correlation
age_division is highly correlated with ageHigh correlation
age is highly correlated with age_divisionHigh correlation
age_division has 8626 (27.3%) zeros Zeros

Variables

5k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count1433
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.678275088473207
Minimum7.75
Maximum86.95
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum7.75
5-th percentile19.83
Q122.62
median25.05
Q328.4
95-th percentile33.15
Maximum86.95
Range79.2
Interquartile range (IQR)5.78

Descriptive statistics

Standard deviation4.215446791
Coefficient of variation (CV)0.1641639392
Kurtosis1.771341124
Mean25.67827509
Median Absolute Deviation (MAD)2.8
Skewness0.5653030277
Sum812666.05
Variance17.76999165
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23.93810.3%
 
23.88790.2%
 
23.48780.2%
 
24.08750.2%
 
24.47740.2%
 
24.1720.2%
 
23.17720.2%
 
23.68720.2%
 
24.07710.2%
 
24.45710.2%
 
24.02700.2%
 
24.35700.2%
 
24.15690.2%
 
23.95690.2%
 
24.72680.2%
 
24.3680.2%
 
24.05680.2%
 
24.37670.2%
 
23.83670.2%
 
24.73670.2%
 
24.23660.2%
 
23.63660.2%
 
24.8660.2%
 
23.52650.2%
 
24.33640.2%
 
Other values (1408)2989394.5%
 
ValueCountFrequency (%) 
7.751< 0.1%
 
81< 0.1%
 
8.024< 0.1%
 
8.382< 0.1%
 
8.41< 0.1%
 
8.672< 0.1%
 
8.683< 0.1%
 
8.921< 0.1%
 
8.932< 0.1%
 
8.982< 0.1%
 
ValueCountFrequency (%) 
86.951< 0.1%
 
51.981< 0.1%
 
48.831< 0.1%
 
48.151< 0.1%
 
46.981< 0.1%
 
46.471< 0.1%
 
45.91< 0.1%
 
45.681< 0.1%
 
45.11< 0.1%
 
44.951< 0.1%
 

10k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count2659
Unique (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.62908967391304
Minimum16.62
Maximum112.38
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum16.62
5-th percentile39.65
Q145.37
median50.28
Q357
95-th percentile67.57
Maximum112.38
Range95.76
Interquartile range (IQR)11.63

Descriptive statistics

Standard deviation8.710235281
Coefficient of variation (CV)0.1687078997
Kurtosis0.4535122883
Mean51.62908967
Median Absolute Deviation (MAD)5.68
Skewness0.5585924837
Sum1633957.43
Variance75.86819866
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
48.38470.1%
 
48.97470.1%
 
48.75420.1%
 
48.02420.1%
 
49.42410.1%
 
47.62410.1%
 
48.87410.1%
 
47.88400.1%
 
48.3400.1%
 
49.47390.1%
 
48.95390.1%
 
47.2380.1%
 
48.28380.1%
 
48.03370.1%
 
49.88370.1%
 
48.65370.1%
 
48.17370.1%
 
49.3370.1%
 
47.13370.1%
 
48.08360.1%
 
49.02360.1%
 
47.8360.1%
 
50.05360.1%
 
48.25360.1%
 
49.73360.1%
 
Other values (2634)3067596.9%
 
ValueCountFrequency (%) 
16.621< 0.1%
 
17.123< 0.1%
 
17.131< 0.1%
 
17.371< 0.1%
 
17.651< 0.1%
 
17.671< 0.1%
 
18.131< 0.1%
 
18.173< 0.1%
 
18.32< 0.1%
 
18.751< 0.1%
 
ValueCountFrequency (%) 
112.381< 0.1%
 
102.821< 0.1%
 
94.981< 0.1%
 
94.831< 0.1%
 
94.451< 0.1%
 
91.081< 0.1%
 
90.181< 0.1%
 
89.551< 0.1%
 
88.371< 0.1%
 
88.231< 0.1%
 

20k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5228
Unique (%)16.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean105.32154701718908
Minimum36.1
Maximum224.35
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum36.1
5-th percentile79.7735
Q191.67
median102
Q3116.15
95-th percentile141.9325
Maximum224.35
Range188.25
Interquartile range (IQR)24.48

Descriptive statistics

Standard deviation19.15978598
Coefficient of variation (CV)0.181917058
Kurtosis0.596195049
Mean105.321547
Median Absolute Deviation (MAD)11.92
Skewness0.7219371765
Sum3333216.32
Variance367.0973989
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
99.33280.1%
 
96.73270.1%
 
98.8250.1%
 
98.17250.1%
 
97.25240.1%
 
96.6240.1%
 
98.52230.1%
 
99.37230.1%
 
99.6230.1%
 
96.18230.1%
 
109.13220.1%
 
96.67220.1%
 
108.62220.1%
 
98.87220.1%
 
101.08220.1%
 
98.12220.1%
 
85.65210.1%
 
97.2210.1%
 
94.92210.1%
 
98.1210.1%
 
97.42210.1%
 
94.05210.1%
 
99.95210.1%
 
96.57210.1%
 
98.07210.1%
 
Other values (5203)3108298.2%
 
ValueCountFrequency (%) 
36.11< 0.1%
 
36.581< 0.1%
 
36.61< 0.1%
 
36.981< 0.1%
 
37.652< 0.1%
 
38.021< 0.1%
 
38.331< 0.1%
 
39.031< 0.1%
 
39.053< 0.1%
 
39.081< 0.1%
 
ValueCountFrequency (%) 
224.351< 0.1%
 
211.751< 0.1%
 
199.921< 0.1%
 
196.121< 0.1%
 
189.581< 0.1%
 
189.381< 0.1%
 
189.131< 0.1%
 
189.021< 0.1%
 
187.621< 0.1%
 
186.171< 0.1%
 

half
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5489
Unique (%)17.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111.2116313827098
Minimum38.03
Maximum236.67
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum38.03
5-th percentile84.157
Q196.75
median107.68
Q3122.68
95-th percentile150.1265
Maximum236.67
Range198.64
Interquartile range (IQR)25.93

Descriptive statistics

Standard deviation20.30669068
Coefficient of variation (CV)0.1825950256
Kurtosis0.6026377855
Mean111.2116314
Median Absolute Deviation (MAD)12.56
Skewness0.7274735953
Sum3519625.71
Variance412.3616862
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
101.98270.1%
 
104260.1%
 
101.43240.1%
 
102.67230.1%
 
105.8230.1%
 
103.3230.1%
 
101.9220.1%
 
103.67220.1%
 
99.25220.1%
 
106.03210.1%
 
103.02210.1%
 
101.03210.1%
 
101.82210.1%
 
107.68210.1%
 
105.02210.1%
 
105.83200.1%
 
100.92200.1%
 
105.1200.1%
 
115.92200.1%
 
103200.1%
 
102.65200.1%
 
102.48200.1%
 
99.2190.1%
 
108.35190.1%
 
103.57190.1%
 
Other values (5464)3111398.3%
 
ValueCountFrequency (%) 
38.031< 0.1%
 
38.62< 0.1%
 
39.121< 0.1%
 
39.722< 0.1%
 
40.21< 0.1%
 
40.451< 0.1%
 
41.182< 0.1%
 
41.23< 0.1%
 
41.521< 0.1%
 
41.81< 0.1%
 
ValueCountFrequency (%) 
236.671< 0.1%
 
222.071< 0.1%
 
211.251< 0.1%
 
207.221< 0.1%
 
201.251< 0.1%
 
200.731< 0.1%
 
199.971< 0.1%
 
198.451< 0.1%
 
198.41< 0.1%
 
197.451< 0.1%
 

25k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count6556
Unique (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean133.58138081395347
Minimum45.8
Maximum289.02
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum45.8
5-th percentile100.12
Q1115.43
median128.85
Q3147.7
95-th percentile183.62
Maximum289.02
Range243.22
Interquartile range (IQR)32.27

Descriptive statistics

Standard deviation25.57185777
Coefficient of variation (CV)0.1914328001
Kurtosis0.6657078364
Mean133.5813808
Median Absolute Deviation (MAD)15.58
Skewness0.7952161924
Sum4227583.54
Variance653.9199097
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
123.3250.1%
 
130.17210.1%
 
123.07210.1%
 
132.95210.1%
 
117.9210.1%
 
124210.1%
 
121.02200.1%
 
118.22200.1%
 
121.23200.1%
 
125.27190.1%
 
124.22190.1%
 
120.08190.1%
 
121.7190.1%
 
126.18180.1%
 
126180.1%
 
113.67180.1%
 
124.92180.1%
 
122.03170.1%
 
119.8170.1%
 
133.12170.1%
 
120.45170.1%
 
125.53170.1%
 
118.8170.1%
 
122.75170.1%
 
119.22170.1%
 
Other values (6531)3117498.5%
 
ValueCountFrequency (%) 
45.81< 0.1%
 
46.372< 0.1%
 
47.451< 0.1%
 
47.672< 0.1%
 
48.551< 0.1%
 
48.881< 0.1%
 
49.154< 0.1%
 
49.171< 0.1%
 
49.751< 0.1%
 
50.332< 0.1%
 
ValueCountFrequency (%) 
289.021< 0.1%
 
281.851< 0.1%
 
265.271< 0.1%
 
259.081< 0.1%
 
250.581< 0.1%
 
245.971< 0.1%
 
243.771< 0.1%
 
243.031< 0.1%
 
241.571< 0.1%
 
240.851< 0.1%
 

30k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count7926
Unique (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean163.89515482810918
Minimum56.45
Maximum376.38
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum56.45
5-th percentile121.3735
Q1140.515
median157.5
Q3182.2
95-th percentile228.563
Maximum376.38
Range319.93
Interquartile range (IQR)41.685

Descriptive statistics

Standard deviation32.88983799
Coefficient of variation (CV)0.2006760848
Kurtosis0.6447323519
Mean163.8951548
Median Absolute Deviation (MAD)19.92
Skewness0.8279680976
Sum5186953.86
Variance1081.741443
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
146.32190.1%
 
152.25180.1%
 
145.92170.1%
 
155.17170.1%
 
166.25170.1%
 
157.78160.1%
 
156.22160.1%
 
147.17160.1%
 
148.05160.1%
 
136.68160.1%
 
153.8160.1%
 
161.2815< 0.1%
 
147.215< 0.1%
 
143.7315< 0.1%
 
155.0715< 0.1%
 
164.4515< 0.1%
 
127.8715< 0.1%
 
150.8515< 0.1%
 
165.1215< 0.1%
 
127.1315< 0.1%
 
153.1715< 0.1%
 
138.7214< 0.1%
 
159.9514< 0.1%
 
15514< 0.1%
 
139.0514< 0.1%
 
Other values (7901)3125898.8%
 
ValueCountFrequency (%) 
56.451< 0.1%
 
57.032< 0.1%
 
58.61< 0.1%
 
58.731< 0.1%
 
59.181< 0.1%
 
59.771< 0.1%
 
59.922< 0.1%
 
60.171< 0.1%
 
60.821< 0.1%
 
60.851< 0.1%
 
ValueCountFrequency (%) 
376.381< 0.1%
 
367.21< 0.1%
 
324.151< 0.1%
 
316.721< 0.1%
 
309.581< 0.1%
 
309.571< 0.1%
 
304.451< 0.1%
 
300.731< 0.1%
 
299.681< 0.1%
 
299.521< 0.1%
 

35k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9342
Unique (%)29.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean196.0337253538928
Minimum67.42
Maximum449.33
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum67.42
5-th percentile143.45
Q1166.95
median187.85
Q3219.37
95-th percentile276.1325
Maximum449.33
Range381.91
Interquartile range (IQR)52.42

Descriptive statistics

Standard deviation40.7756322
Coefficient of variation (CV)0.2080031491
Kurtosis0.5190601842
Mean196.0337254
Median Absolute Deviation (MAD)24.84
Skewness0.8164986246
Sum6204075.34
Variance1662.652181
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
186.28170.1%
 
176.4170.1%
 
173.22160.1%
 
168.52160.1%
 
180.3215< 0.1%
 
180.1715< 0.1%
 
182.5815< 0.1%
 
170.8515< 0.1%
 
179.814< 0.1%
 
170.614< 0.1%
 
169.6214< 0.1%
 
178.114< 0.1%
 
167.6714< 0.1%
 
166.8814< 0.1%
 
177.513< 0.1%
 
188.5713< 0.1%
 
169.8813< 0.1%
 
174.8313< 0.1%
 
179.913< 0.1%
 
172.1513< 0.1%
 
177.7313< 0.1%
 
169.5313< 0.1%
 
182.5713< 0.1%
 
179.5313< 0.1%
 
195.6713< 0.1%
 
Other values (9317)3129598.9%
 
ValueCountFrequency (%) 
67.421< 0.1%
 
67.832< 0.1%
 
70.231< 0.1%
 
70.61< 0.1%
 
70.832< 0.1%
 
71.181< 0.1%
 
71.41< 0.1%
 
72.181< 0.1%
 
72.61< 0.1%
 
72.621< 0.1%
 
ValueCountFrequency (%) 
449.331< 0.1%
 
439.821< 0.1%
 
391.61< 0.1%
 
380.581< 0.1%
 
372.71< 0.1%
 
365.621< 0.1%
 
363.471< 0.1%
 
361.671< 0.1%
 
361.371< 0.1%
 
359.531< 0.1%
 

40k
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count10391
Unique (%)32.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean228.1904550050556
Minimum76.1
Maximum508.35
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum76.1
5-th percentile165.487
Q1193.62
median218.475
Q3256.57
95-th percentile321.7
Maximum508.35
Range432.25
Interquartile range (IQR)62.95

Descriptive statistics

Standard deviation48.07518125
Coefficient of variation (CV)0.210680071
Kurtosis0.3720835143
Mean228.190455
Median Absolute Deviation (MAD)29.655
Skewness0.7709058553
Sum7221771.52
Variance2311.223052
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
205.6160.1%
 
201.6715< 0.1%
 
208.2715< 0.1%
 
205.8814< 0.1%
 
218.1313< 0.1%
 
206.9213< 0.1%
 
199.8713< 0.1%
 
204.8213< 0.1%
 
201.3213< 0.1%
 
21912< 0.1%
 
198.8512< 0.1%
 
204.9212< 0.1%
 
200.4212< 0.1%
 
213.412< 0.1%
 
202.8812< 0.1%
 
194.4311< 0.1%
 
197.7811< 0.1%
 
195.711< 0.1%
 
206.8511< 0.1%
 
203.1211< 0.1%
 
224.9511< 0.1%
 
207.3811< 0.1%
 
195.5211< 0.1%
 
195.9211< 0.1%
 
198.6211< 0.1%
 
Other values (10366)3134199.0%
 
ValueCountFrequency (%) 
76.11< 0.1%
 
76.71< 0.1%
 
76.721< 0.1%
 
79.831< 0.1%
 
79.921< 0.1%
 
80.182< 0.1%
 
80.431< 0.1%
 
80.621< 0.1%
 
81.831< 0.1%
 
82.172< 0.1%
 
ValueCountFrequency (%) 
508.351< 0.1%
 
508.171< 0.1%
 
455.971< 0.1%
 
436.571< 0.1%
 
433.281< 0.1%
 
421.531< 0.1%
 
417.951< 0.1%
 
416.651< 0.1%
 
412.821< 0.1%
 
411.371< 0.1%
 

official
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count10848
Unique (%)34.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean241.95287822295245
Minimum80.6
Maximum538.88
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum80.6
5-th percentile175.28
Q1205.3
median231.98
Q3272.2
95-th percentile340.513
Maximum538.88
Range458.28
Interquartile range (IQR)66.9

Descriptive statistics

Standard deviation50.84327897
Coefficient of variation (CV)0.2101371116
Kurtosis0.3291582404
Mean241.9528782
Median Absolute Deviation (MAD)31.69
Skewness0.7517530927
Sum7657324.69
Variance2585.039016
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
224.614< 0.1%
 
198.5514< 0.1%
 
208.3714< 0.1%
 
204.3813< 0.1%
 
223.4213< 0.1%
 
236.4713< 0.1%
 
212.5512< 0.1%
 
218.0512< 0.1%
 
206.5212< 0.1%
 
226.5312< 0.1%
 
213.7212< 0.1%
 
233.5312< 0.1%
 
233.7711< 0.1%
 
225.7511< 0.1%
 
222.211< 0.1%
 
235.711< 0.1%
 
206.111< 0.1%
 
214.211< 0.1%
 
239.7511< 0.1%
 
208.0711< 0.1%
 
213.3211< 0.1%
 
234.2311< 0.1%
 
229.2511< 0.1%
 
219.4811< 0.1%
 
209.5711< 0.1%
 
Other values (10823)3135299.1%
 
ValueCountFrequency (%) 
80.61< 0.1%
 
81.232< 0.1%
 
84.651< 0.1%
 
84.71< 0.1%
 
84.821< 0.1%
 
84.881< 0.1%
 
85.251< 0.1%
 
85.381< 0.1%
 
86.91< 0.1%
 
86.952< 0.1%
 
ValueCountFrequency (%) 
538.881< 0.1%
 
534.221< 0.1%
 
479.81< 0.1%
 
461.871< 0.1%
 
457.551< 0.1%
 
444.41< 0.1%
 
439.671< 0.1%
 
438.081< 0.1%
 
436.831< 0.1%
 
435.781< 0.1%
 

pace
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count702
Unique (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.236482558139535
Minimum3.08
Maximum20.57
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum3.08
5-th percentile6.7
Q17.83
median8.85
Q310.38
95-th percentile13
Maximum20.57
Range17.49
Interquartile range (IQR)2.55

Descriptive statistics

Standard deviation1.939177789
Coefficient of variation (CV)0.209947648
Kurtosis0.3273589478
Mean9.236482558
Median Absolute Deviation (MAD)1.2
Skewness0.7513709293
Sum292316.2
Variance3.760410498
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.381620.5%
 
8.281500.5%
 
81500.5%
 
8.081490.5%
 
7.981490.5%
 
8.321490.5%
 
8.921480.5%
 
8.571470.5%
 
7.821460.5%
 
8.771450.5%
 
8.351440.5%
 
8.171430.5%
 
8.371430.5%
 
8.531410.4%
 
7.951400.4%
 
8.31400.4%
 
8.021400.4%
 
8.271400.4%
 
91400.4%
 
8.471390.4%
 
8.971380.4%
 
7.931380.4%
 
8.221370.4%
 
8.431360.4%
 
8.251360.4%
 
Other values (677)2805888.7%
 
ValueCountFrequency (%) 
3.081< 0.1%
 
3.12< 0.1%
 
3.232< 0.1%
 
3.252< 0.1%
 
3.272< 0.1%
 
3.323< 0.1%
 
3.351< 0.1%
 
3.422< 0.1%
 
3.551< 0.1%
 
3.631< 0.1%
 
ValueCountFrequency (%) 
20.571< 0.1%
 
20.381< 0.1%
 
18.31< 0.1%
 
17.621< 0.1%
 
17.471< 0.1%
 
16.971< 0.1%
 
16.781< 0.1%
 
16.771< 0.1%
 
16.721< 0.1%
 
16.621< 0.1%
 

5k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count1433
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.135655017694641
Minimum1.55
Maximum17.39
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.55
5-th percentile3.966
Q14.524
median5.01
Q35.68
95-th percentile6.63
Maximum17.39
Range15.84
Interquartile range (IQR)1.156

Descriptive statistics

Standard deviation0.8430893582
Coefficient of variation (CV)0.1641639392
Kurtosis1.771341124
Mean5.135655018
Median Absolute Deviation (MAD)0.56
Skewness0.5653030277
Sum162533.21
Variance0.710799666
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.786810.3%
 
4.776790.2%
 
4.696780.2%
 
4.816750.2%
 
4.894740.2%
 
4.736720.2%
 
4.634720.2%
 
4.82720.2%
 
4.814710.2%
 
4.89710.2%
 
4.87700.2%
 
4.804700.2%
 
4.83690.2%
 
4.79690.2%
 
4.86680.2%
 
4.944680.2%
 
4.81680.2%
 
4.766670.2%
 
4.946670.2%
 
4.874670.2%
 
4.726660.2%
 
4.846660.2%
 
4.96660.2%
 
4.704650.2%
 
4.866640.2%
 
Other values (1408)2989394.5%
 
ValueCountFrequency (%) 
1.551< 0.1%
 
1.61< 0.1%
 
1.6044< 0.1%
 
1.6762< 0.1%
 
1.681< 0.1%
 
1.7342< 0.1%
 
1.7363< 0.1%
 
1.7841< 0.1%
 
1.7862< 0.1%
 
1.7962< 0.1%
 
ValueCountFrequency (%) 
17.391< 0.1%
 
10.3961< 0.1%
 
9.7661< 0.1%
 
9.631< 0.1%
 
9.3961< 0.1%
 
9.2941< 0.1%
 
9.181< 0.1%
 
9.1361< 0.1%
 
9.021< 0.1%
 
8.991< 0.1%
 

10k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count2659
Unique (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.162908967391305
Minimum1.6620000000000001
Maximum11.238
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.662
5-th percentile3.965
Q14.537
median5.028
Q35.7
95-th percentile6.757
Maximum11.238
Range9.576
Interquartile range (IQR)1.163

Descriptive statistics

Standard deviation0.8710235281
Coefficient of variation (CV)0.1687078997
Kurtosis0.4535122883
Mean5.162908967
Median Absolute Deviation (MAD)0.568
Skewness0.5585924837
Sum163395.743
Variance0.7586819866
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.838470.1%
 
4.897470.1%
 
4.802420.1%
 
4.875420.1%
 
4.762410.1%
 
4.887410.1%
 
4.942410.1%
 
4.788400.1%
 
4.83400.1%
 
4.947390.1%
 
4.895390.1%
 
4.828380.1%
 
4.72380.1%
 
4.817370.1%
 
4.713370.1%
 
4.93370.1%
 
4.988370.1%
 
4.803370.1%
 
4.865370.1%
 
4.808360.1%
 
5.005360.1%
 
4.78360.1%
 
4.902360.1%
 
4.932360.1%
 
4.973360.1%
 
Other values (2634)3067596.9%
 
ValueCountFrequency (%) 
1.6621< 0.1%
 
1.7123< 0.1%
 
1.7131< 0.1%
 
1.7371< 0.1%
 
1.7651< 0.1%
 
1.7671< 0.1%
 
1.8131< 0.1%
 
1.8173< 0.1%
 
1.832< 0.1%
 
1.8751< 0.1%
 
ValueCountFrequency (%) 
11.2381< 0.1%
 
10.2821< 0.1%
 
9.4981< 0.1%
 
9.4831< 0.1%
 
9.4451< 0.1%
 
9.1081< 0.1%
 
9.0181< 0.1%
 
8.9551< 0.1%
 
8.8371< 0.1%
 
8.8231< 0.1%
 

20k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5228
Unique (%)16.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.2660773508594545
Minimum1.8050000000000002
Maximum11.2175
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.805
5-th percentile3.988675
Q14.5835
median5.1
Q35.8075
95-th percentile7.096625
Maximum11.2175
Range9.4125
Interquartile range (IQR)1.224

Descriptive statistics

Standard deviation0.9579892991
Coefficient of variation (CV)0.181917058
Kurtosis0.596195049
Mean5.266077351
Median Absolute Deviation (MAD)0.596
Skewness0.7219371765
Sum166660.816
Variance0.9177434972
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.9665280.1%
 
4.8365270.1%
 
4.9085250.1%
 
4.94250.1%
 
4.83240.1%
 
4.8625240.1%
 
4.926230.1%
 
4.9685230.1%
 
4.809230.1%
 
4.98230.1%
 
5.431220.1%
 
4.906220.1%
 
5.4565220.1%
 
4.9435220.1%
 
4.8335220.1%
 
5.054220.1%
 
4.2825210.1%
 
4.746210.1%
 
4.905210.1%
 
4.7025210.1%
 
4.871210.1%
 
4.9035210.1%
 
4.86210.1%
 
4.8285210.1%
 
4.9975210.1%
 
Other values (5203)3108298.2%
 
ValueCountFrequency (%) 
1.8051< 0.1%
 
1.8291< 0.1%
 
1.831< 0.1%
 
1.8491< 0.1%
 
1.88252< 0.1%
 
1.9011< 0.1%
 
1.91651< 0.1%
 
1.95151< 0.1%
 
1.95253< 0.1%
 
1.9541< 0.1%
 
ValueCountFrequency (%) 
11.21751< 0.1%
 
10.58751< 0.1%
 
9.9961< 0.1%
 
9.8061< 0.1%
 
9.4791< 0.1%
 
9.4691< 0.1%
 
9.45651< 0.1%
 
9.4511< 0.1%
 
9.3811< 0.1%
 
9.30851< 0.1%
 

25k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count6556
Unique (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.343255232558139
Minimum1.8319999999999999
Maximum11.560799999999999
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.832
5-th percentile4.0048
Q14.6172
median5.154
Q35.908
95-th percentile7.3448
Maximum11.5608
Range9.7288
Interquartile range (IQR)1.2908

Descriptive statistics

Standard deviation1.022874311
Coefficient of variation (CV)0.1914328001
Kurtosis0.6657078364
Mean5.343255233
Median Absolute Deviation (MAD)0.6232
Skewness0.7952161924
Sum169103.3416
Variance1.046271855
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.932250.1%
 
4.9228210.1%
 
4.96210.1%
 
5.318210.1%
 
5.2068210.1%
 
4.716210.1%
 
4.7288200.1%
 
4.8408200.1%
 
4.8492200.1%
 
5.0108190.1%
 
4.9688190.1%
 
4.868190.1%
 
4.8032190.1%
 
4.9968180.1%
 
5.04180.1%
 
5.0472180.1%
 
4.5468180.1%
 
5.3248170.1%
 
4.9088170.1%
 
4.818170.1%
 
4.8812170.1%
 
4.792170.1%
 
4.7688170.1%
 
5.0212170.1%
 
4.8208170.1%
 
Other values (6531)3117498.5%
 
ValueCountFrequency (%) 
1.8321< 0.1%
 
1.85482< 0.1%
 
1.8981< 0.1%
 
1.90682< 0.1%
 
1.9421< 0.1%
 
1.95521< 0.1%
 
1.9664< 0.1%
 
1.96681< 0.1%
 
1.991< 0.1%
 
2.01322< 0.1%
 
ValueCountFrequency (%) 
11.56081< 0.1%
 
11.2741< 0.1%
 
10.61081< 0.1%
 
10.36321< 0.1%
 
10.02321< 0.1%
 
9.83881< 0.1%
 
9.75081< 0.1%
 
9.72121< 0.1%
 
9.66281< 0.1%
 
9.6341< 0.1%
 

30k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count7926
Unique (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.46317182760364
Minimum1.8816666666666668
Maximum12.546
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.881666667
5-th percentile4.045783333
Q14.683833333
median5.25
Q36.073333333
95-th percentile7.618766667
Maximum12.546
Range10.66433333
Interquartile range (IQR)1.3895

Descriptive statistics

Standard deviation1.096327933
Coefficient of variation (CV)0.2006760848
Kurtosis0.6447323519
Mean5.463171828
Median Absolute Deviation (MAD)0.664
Skewness0.8279680976
Sum172898.462
Variance1.201934937
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.877333333190.1%
 
5.075180.1%
 
5.541666667170.1%
 
5.172333333170.1%
 
4.864170.1%
 
5.259333333160.1%
 
5.207333333160.1%
 
4.556160.1%
 
5.126666667160.1%
 
4.935160.1%
 
4.905666667160.1%
 
5.16915< 0.1%
 
5.48166666715< 0.1%
 
4.90666666715< 0.1%
 
5.10566666715< 0.1%
 
4.26233333315< 0.1%
 
5.02833333315< 0.1%
 
5.37615< 0.1%
 
4.23766666715< 0.1%
 
5.50415< 0.1%
 
4.79115< 0.1%
 
5.16666666714< 0.1%
 
4.83414< 0.1%
 
5.05914< 0.1%
 
5.01414< 0.1%
 
Other values (7901)3125898.8%
 
ValueCountFrequency (%) 
1.8816666671< 0.1%
 
1.9012< 0.1%
 
1.9533333331< 0.1%
 
1.9576666671< 0.1%
 
1.9726666671< 0.1%
 
1.9923333331< 0.1%
 
1.9973333332< 0.1%
 
2.0056666671< 0.1%
 
2.0273333331< 0.1%
 
2.0283333331< 0.1%
 
ValueCountFrequency (%) 
12.5461< 0.1%
 
12.241< 0.1%
 
10.8051< 0.1%
 
10.557333331< 0.1%
 
10.319333331< 0.1%
 
10.3191< 0.1%
 
10.148333331< 0.1%
 
10.024333331< 0.1%
 
9.9893333331< 0.1%
 
9.9841< 0.1%
 

35k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9342
Unique (%)29.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.600963581539795
Minimum1.9262857142857144
Maximum12.838
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.926285714
5-th percentile4.098571429
Q14.77
median5.367142857
Q36.267714286
95-th percentile7.8895
Maximum12.838
Range10.91171429
Interquartile range (IQR)1.497714286

Descriptive statistics

Standard deviation1.165018063
Coefficient of variation (CV)0.2080031491
Kurtosis0.5190601842
Mean5.600963582
Median Absolute Deviation (MAD)0.7097142857
Skewness0.8164986246
Sum177259.2954
Variance1.357267087
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5.04170.1%
 
5.322285714170.1%
 
4.814857143160.1%
 
4.949142857160.1%
 
4.88142857115< 0.1%
 
5.15215< 0.1%
 
5.14771428615< 0.1%
 
5.21657142915< 0.1%
 
4.79057142914< 0.1%
 
4.87428571414< 0.1%
 
4.76814< 0.1%
 
5.13714285714< 0.1%
 
5.08857142914< 0.1%
 
4.84628571414< 0.1%
 
5.1413< 0.1%
 
5.21628571413< 0.1%
 
4.84371428613< 0.1%
 
5.07142857113< 0.1%
 
4.99514285713< 0.1%
 
5.22428571413< 0.1%
 
5.12942857113< 0.1%
 
5.07813< 0.1%
 
4.85371428613< 0.1%
 
5.38771428613< 0.1%
 
5.59057142913< 0.1%
 
Other values (9317)3129598.9%
 
ValueCountFrequency (%) 
1.9262857141< 0.1%
 
1.9382< 0.1%
 
2.0065714291< 0.1%
 
2.0171428571< 0.1%
 
2.0237142862< 0.1%
 
2.0337142861< 0.1%
 
2.041< 0.1%
 
2.0622857141< 0.1%
 
2.0742857141< 0.1%
 
2.0748571431< 0.1%
 
ValueCountFrequency (%) 
12.8381< 0.1%
 
12.566285711< 0.1%
 
11.188571431< 0.1%
 
10.873714291< 0.1%
 
10.648571431< 0.1%
 
10.446285711< 0.1%
 
10.384857141< 0.1%
 
10.333428571< 0.1%
 
10.324857141< 0.1%
 
10.272285711< 0.1%
 

40k_avgSpeed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count10391
Unique (%)32.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.70476137512639
Minimum1.9024999999999999
Maximum12.70875
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1.9025
5-th percentile4.137175
Q14.8405
median5.461875
Q36.41425
95-th percentile8.0425
Maximum12.70875
Range10.80625
Interquartile range (IQR)1.57375

Descriptive statistics

Standard deviation1.201879531
Coefficient of variation (CV)0.210680071
Kurtosis0.3720835143
Mean5.704761375
Median Absolute Deviation (MAD)0.741375
Skewness0.7709058553
Sum180544.288
Variance1.444514408
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5.14160.1%
 
5.0417515< 0.1%
 
5.2067515< 0.1%
 
5.14714< 0.1%
 
5.03313< 0.1%
 
5.17313< 0.1%
 
5.4532513< 0.1%
 
5.120513< 0.1%
 
4.9967513< 0.1%
 
5.010512< 0.1%
 
5.07212< 0.1%
 
5.33512< 0.1%
 
4.9712512< 0.1%
 
5.47512< 0.1%
 
5.12312< 0.1%
 
5.5837511< 0.1%
 
5.184511< 0.1%
 
4.892511< 0.1%
 
5.4587511< 0.1%
 
4.8607511< 0.1%
 
4.89811< 0.1%
 
4.965511< 0.1%
 
5.58311< 0.1%
 
5.1767511< 0.1%
 
5.6237511< 0.1%
 
Other values (10366)3134199.0%
 
ValueCountFrequency (%) 
1.90251< 0.1%
 
1.91751< 0.1%
 
1.9181< 0.1%
 
1.995751< 0.1%
 
1.9981< 0.1%
 
2.00452< 0.1%
 
2.010751< 0.1%
 
2.01551< 0.1%
 
2.045751< 0.1%
 
2.054252< 0.1%
 
ValueCountFrequency (%) 
12.708751< 0.1%
 
12.704251< 0.1%
 
11.399251< 0.1%
 
10.914251< 0.1%
 
10.8321< 0.1%
 
10.538251< 0.1%
 
10.448751< 0.1%
 
10.416251< 0.1%
 
10.32051< 0.1%
 
10.284251< 0.1%
 

rank_overall
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count31595
Unique (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15834.008657735087
Minimum1
Maximum31931
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1
5-th percentile1530.35
Q17879.75
median15829.5
Q323785.25
95-th percentile30149.65
Maximum31931
Range31930
Interquartile range (IQR)15905.5

Descriptive statistics

Standard deviation9182.364552
Coefficient of variation (CV)0.5799140793
Kurtosis-1.199877423
Mean15834.00866
Median Absolute Deviation (MAD)7953
Skewness0.001798552736
Sum501114706
Variance84315818.76
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
42< 0.1%
 
492< 0.1%
 
62< 0.1%
 
342< 0.1%
 
102< 0.1%
 
22< 0.1%
 
382< 0.1%
 
222< 0.1%
 
142< 0.1%
 
302< 0.1%
 
462< 0.1%
 
252< 0.1%
 
472< 0.1%
 
172< 0.1%
 
412< 0.1%
 
332< 0.1%
 
72< 0.1%
 
12< 0.1%
 
92< 0.1%
 
392< 0.1%
 
312< 0.1%
 
232< 0.1%
 
182< 0.1%
 
422< 0.1%
 
502< 0.1%
 
Other values (31570)3159899.8%
 
ValueCountFrequency (%) 
12< 0.1%
 
22< 0.1%
 
32< 0.1%
 
42< 0.1%
 
52< 0.1%
 
62< 0.1%
 
72< 0.1%
 
82< 0.1%
 
92< 0.1%
 
102< 0.1%
 
ValueCountFrequency (%) 
319311< 0.1%
 
319301< 0.1%
 
319291< 0.1%
 
319261< 0.1%
 
319251< 0.1%
 
319171< 0.1%
 
319091< 0.1%
 
319071< 0.1%
 
319061< 0.1%
 
319031< 0.1%
 

rank_in_gender_only
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count17490
Unique (%)55.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8003.025404448938
Minimum1
Maximum17575
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1
5-th percentile767.35
Q13940
median7919
Q311893
95-th percentile15914.65
Maximum17575
Range17574
Interquartile range (IQR)7953

Descriptive statistics

Standard deviation4733.295012
Coefficient of variation (CV)0.591438209
Kurtosis-1.072844482
Mean8003.025404
Median Absolute Deviation (MAD)3976.5
Skewness0.09915551468
Sum253279748
Variance22404081.67
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
54< 0.1%
 
44< 0.1%
 
24< 0.1%
 
74< 0.1%
 
34< 0.1%
 
84< 0.1%
 
94< 0.1%
 
104< 0.1%
 
64< 0.1%
 
114< 0.1%
 
14< 0.1%
 
313< 0.1%
 
233< 0.1%
 
353< 0.1%
 
283< 0.1%
 
293< 0.1%
 
263< 0.1%
 
193< 0.1%
 
413< 0.1%
 
393< 0.1%
 
333< 0.1%
 
143< 0.1%
 
173< 0.1%
 
383< 0.1%
 
303< 0.1%
 
Other values (17465)3156299.7%
 
ValueCountFrequency (%) 
14< 0.1%
 
24< 0.1%
 
34< 0.1%
 
44< 0.1%
 
54< 0.1%
 
64< 0.1%
 
74< 0.1%
 
84< 0.1%
 
94< 0.1%
 
104< 0.1%
 
ValueCountFrequency (%) 
175751< 0.1%
 
175741< 0.1%
 
175731< 0.1%
 
175711< 0.1%
 
175621< 0.1%
 
175611< 0.1%
 
175581< 0.1%
 
175551< 0.1%
 
175541< 0.1%
 
175531< 0.1%
 

rank_in_division
Real number (ℝ≥0)

Distinct count6921
Unique (%)21.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1922.8003665318504
Minimum1
Maximum6979
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum1
5-th percentile98
Q1607
median1418
Q32601
95-th percentile5613.65
Maximum6979
Range6978
Interquartile range (IQR)1994

Descriptive statistics

Standard deviation1704.844465
Coefficient of variation (CV)0.8866466301
Kurtosis0.3354066435
Mean1922.800367
Median Absolute Deviation (MAD)917
Skewness1.113716829
Sum60852786
Variance2906494.651
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1230.1%
 
3220.1%
 
2220.1%
 
8200.1%
 
5200.1%
 
7200.1%
 
4200.1%
 
9190.1%
 
11190.1%
 
10190.1%
 
6190.1%
 
19180.1%
 
14180.1%
 
15180.1%
 
18180.1%
 
13180.1%
 
17180.1%
 
23170.1%
 
24170.1%
 
31170.1%
 
39170.1%
 
12170.1%
 
38170.1%
 
22170.1%
 
27170.1%
 
Other values (6896)3118198.5%
 
ValueCountFrequency (%) 
1230.1%
 
2220.1%
 
3220.1%
 
4200.1%
 
5200.1%
 
6190.1%
 
7200.1%
 
8200.1%
 
9190.1%
 
10190.1%
 
ValueCountFrequency (%) 
69791< 0.1%
 
69771< 0.1%
 
69691< 0.1%
 
69681< 0.1%
 
69621< 0.1%
 
69601< 0.1%
 
69531< 0.1%
 
69521< 0.1%
 
69511< 0.1%
 
69501< 0.1%
 

age
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count64
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.38470045500505
Minimum18
Maximum81
Zeros0
Zeros (%)0.0%
Memory size247.4 KiB

Quantile statistics

Minimum18
5-th percentile25
Q133
median42
Q350
95-th percentile61
Maximum81
Range63
Interquartile range (IQR)17

Descriptive statistics

Standard deviation11.29978446
Coefficient of variation (CV)0.2666005502
Kurtosis-0.56427208
Mean42.38470046
Median Absolute Deviation (MAD)8
Skewness0.1670120483
Sum1341391
Variance127.6851288
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4511913.8%
 
4611493.6%
 
4010753.4%
 
4710533.3%
 
4210343.3%
 
5010043.2%
 
419763.1%
 
439613.0%
 
489042.9%
 
518972.8%
 
498782.8%
 
448762.8%
 
368732.8%
 
398732.8%
 
358352.6%
 
378052.5%
 
527982.5%
 
387922.5%
 
327802.5%
 
287592.4%
 
307562.4%
 
317492.4%
 
277332.3%
 
297272.3%
 
337122.2%
 
Other values (39)945829.9%
 
ValueCountFrequency (%) 
18330.1%
 
19410.1%
 
201110.4%
 
211710.5%
 
222750.9%
 
233461.1%
 
244791.5%
 
255551.8%
 
267022.2%
 
277332.3%
 
ValueCountFrequency (%) 
815< 0.1%
 
803< 0.1%
 
793< 0.1%
 
785< 0.1%
 
776< 0.1%
 
7613< 0.1%
 
75170.1%
 
7413< 0.1%
 
73220.1%
 
72310.1%
 

age_division
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count11
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3011880687563195
Minimum0
Maximum10
Zeros8626
Zeros (%)27.3%
Memory size247.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q34
95-th percentile6
Maximum10
Range10
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.006428473
Coefficient of variation (CV)0.8719098191
Kurtosis-0.4533974778
Mean2.301188069
Median Absolute Deviation (MAD)2
Skewness0.566891037
Sum72828
Variance4.025755216
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0862627.3%
 
3517516.4%
 
2492215.6%
 
1417813.2%
 
4392112.4%
 
525198.0%
 
614344.5%
 
76462.0%
 
81750.6%
 
9440.1%
 
108< 0.1%
 
ValueCountFrequency (%) 
0862627.3%
 
1417813.2%
 
2492215.6%
 
3517516.4%
 
4392112.4%
 
525198.0%
 
614344.5%
 
76462.0%
 
81750.6%
 
9440.1%
 
ValueCountFrequency (%) 
108< 0.1%
 
9440.1%
 
81750.6%
 
76462.0%
 
614344.5%
 
525198.0%
 
4392112.4%
 
3517516.4%
 
2492215.6%
 
1417813.2%
 

gender
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size247.4 KiB
M
17484
F
14164
ValueCountFrequency (%) 
M1748455.2%
 
F1416444.8%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters2
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
M1748455.2%
 
F1416444.8%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter31648100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M1748455.2%
 
F1416444.8%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin31648100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
M1748455.2%
 
F1416444.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII31648100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
M1748455.2%
 
F1416444.8%
 

country
Categorical

HIGH CARDINALITY

Distinct count78
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size247.4 KiB
USA
26939
CAN
 
2164
GBR
 
341
ITA
 
209
MEX
 
202
Other values (73)
 
1793
ValueCountFrequency (%) 
USA2693985.1%
 
CAN21646.8%
 
GBR3411.1%
 
ITA2090.7%
 
MEX2020.6%
 
GER1800.6%
 
JPN1720.5%
 
AUS1230.4%
 
IRL1160.4%
 
FRA1130.4%
 
ESP870.3%
 
BRA850.3%
 
SWE660.2%
 
SUI620.2%
 
KOR600.2%
 
NED540.2%
 
HKG530.2%
 
DEN490.2%
 
CHN420.1%
 
COL400.1%
 
CHI290.1%
 
FIN280.1%
 
BEL270.1%
 
ISL270.1%
 
SIN230.1%
 
Other values (53)3571.1%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters26
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
A2973931.3%
 
S2739028.8%
 
U2721628.7%
 
N26162.8%
 
C23162.4%
 
R10481.1%
 
E7820.8%
 
G6150.6%
 
I5150.5%
 
B4770.5%
 
P3150.3%
 
T2650.3%
 
L2580.3%
 
M2100.2%
 
X2060.2%
 
J1720.2%
 
O1610.2%
 
H1410.1%
 
F1410.1%
 
K1320.1%
 
D1120.1%
 
W660.1%
 
V24< 0.1%
 
Z22< 0.1%
 
Y3< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter94944100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A2973931.3%
 
S2739028.8%
 
U2721628.7%
 
N26162.8%
 
C23162.4%
 
R10481.1%
 
E7820.8%
 
G6150.6%
 
I5150.5%
 
B4770.5%
 
P3150.3%
 
T2650.3%
 
L2580.3%
 
M2100.2%
 
X2060.2%
 
J1720.2%
 
O1610.2%
 
H1410.1%
 
F1410.1%
 
K1320.1%
 
D1120.1%
 
W660.1%
 
V24< 0.1%
 
Z22< 0.1%
 
Y3< 0.1%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin94944100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
A2973931.3%
 
S2739028.8%
 
U2721628.7%
 
N26162.8%
 
C23162.4%
 
R10481.1%
 
E7820.8%
 
G6150.6%
 
I5150.5%
 
B4770.5%
 
P3150.3%
 
T2650.3%
 
L2580.3%
 
M2100.2%
 
X2060.2%
 
J1720.2%
 
O1610.2%
 
H1410.1%
 
F1410.1%
 
K1320.1%
 
D1120.1%
 
W660.1%
 
V24< 0.1%
 
Z22< 0.1%
 
Y3< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII94944100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
A2973931.3%
 
S2739028.8%
 
U2721628.7%
 
N26162.8%
 
C23162.4%
 
R10481.1%
 
E7820.8%
 
G6150.6%
 
I5150.5%
 
B4770.5%
 
P3150.3%
 
T2650.3%
 
L2580.3%
 
M2100.2%
 
X2060.2%
 
J1720.2%
 
O1610.2%
 
H1410.1%
 
F1410.1%
 
K1320.1%
 
D1120.1%
 
W660.1%
 
V24< 0.1%
 
Z22< 0.1%
 
Y3< 0.1%
 

state
Categorical

HIGH CARDINALITY

Distinct count69
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size247.4 KiB
MA
7427
others
 
2545
CA
 
2302
NY
 
1537
ON
 
1045
Other values (64)
16792
ValueCountFrequency (%) 
MA742723.5%
 
others25458.0%
 
CA23027.3%
 
NY15374.9%
 
ON10453.3%
 
PA9973.2%
 
TX9883.1%
 
IL9112.9%
 
OH7542.4%
 
FL7452.4%
 
VA7092.2%
 
MI6892.2%
 
NC6171.9%
 
WA5951.9%
 
CO5761.8%
 
NJ5641.8%
 
MN5541.8%
 
MD5221.6%
 
NH5211.6%
 
CT5201.6%
 
GA4411.4%
 
UT4291.4%
 
WI4291.4%
 
QC4181.3%
 
OR4051.3%
 
Other values (44)440813.9%
 

Length

Max length6
Median length2
Mean length2.321663296
Min length2

Overview of Unicode Properties

Unique unicode characters32
Unique unicode categories (?)2
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
A1343318.3%
 
M992113.5%
 
N58658.0%
 
C50236.8%
 
O31254.3%
 
I28743.9%
 
o25453.5%
 
t25453.5%
 
h25453.5%
 
e25453.5%
 
r25453.5%
 
s25453.5%
 
T24063.3%
 
L18542.5%
 
Y17082.3%
 
H13231.8%
 
W11021.5%
 
P10381.4%
 
V9931.4%
 
X9881.3%
 
D9741.3%
 
F7451.0%
 
R7021.0%
 
J5640.8%
 
S5390.7%
 
Other values (7)30294.1%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter5820679.2%
 
Lowercase Letter1527020.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
o254516.7%
 
t254516.7%
 
h254516.7%
 
e254516.7%
 
r254516.7%
 
s254516.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A1343323.1%
 
M992117.0%
 
N586510.1%
 
C50238.6%
 
O31255.4%
 
I28744.9%
 
T24064.1%
 
L18543.2%
 
Y17082.9%
 
H13232.3%
 
W11021.9%
 
P10381.8%
 
V9931.7%
 
X9881.7%
 
D9741.7%
 
F7451.3%
 
R7021.2%
 
J5641.0%
 
S5390.9%
 
B5130.9%
 
K4580.8%
 
E4520.8%
 
G4420.8%
 
U4300.7%
 
Q4180.7%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin73476100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
A1343318.3%
 
M992113.5%
 
N58658.0%
 
C50236.8%
 
O31254.3%
 
I28743.9%
 
o25453.5%
 
t25453.5%
 
h25453.5%
 
e25453.5%
 
r25453.5%
 
s25453.5%
 
T24063.3%
 
L18542.5%
 
Y17082.3%
 
H13231.8%
 
W11021.5%
 
P10381.4%
 
V9931.4%
 
X9881.3%
 
D9741.3%
 
F7451.0%
 
R7021.0%
 
J5640.8%
 
S5390.7%
 
Other values (7)30294.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73476100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
A1343318.3%
 
M992113.5%
 
N58658.0%
 
C50236.8%
 
O31254.3%
 
I28743.9%
 
o25453.5%
 
t25453.5%
 
h25453.5%
 
e25453.5%
 
r25453.5%
 
s25453.5%
 
T24063.3%
 
L18542.5%
 
Y17082.3%
 
H13231.8%
 
W11021.5%
 
P10381.4%
 
V9931.4%
 
X9881.3%
 
D9741.3%
 
F7451.0%
 
R7021.0%
 
J5640.8%
 
S5390.7%
 
Other values (7)30294.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

5k10k20khalf25k30k35k40kofficialpace5k_avgSpeed10k_avgSpeed20k_avgSpeed25k_avgSpeed30k_avgSpeed35k_avgSpeed40k_avgSpeedrank_overallrank_in_gender_onlyrank_in_divisionageage_divisiongendercountrystate
08.0217.3737.6539.7247.6759.1871.4080.4385.253.271.6041.7371.88251.90681.9726672.0400002.01075888473MJPNothers
116.2232.5865.8369.4782.4399.33116.37132.10138.955.303.2443.2583.29153.29723.3110003.3248573.302502111330FKENothers
27.7516.6236.1038.0345.8056.4567.4276.1080.603.081.5501.6621.80501.83201.8816671.9262861.90250111412MRSAothers
316.2032.5765.8369.4782.4399.33116.37132.95140.585.373.2403.2573.29153.29723.3110003.3248573.323752733240FETHothers
48.0217.1236.5838.6046.3757.0367.8376.7281.233.101.6041.7121.82901.85481.9010001.9380001.91800222402MJPNothers
516.2232.5865.8369.4782.4599.33116.37132.95140.685.373.2443.2583.29153.29803.3110003.3248573.323752844290FKENothers
68.3817.6537.6539.7247.6758.6070.2379.8384.653.231.6761.7651.88251.90681.9533332.0065711.99575444280MSUIothers
715.1730.4861.6264.8576.9592.52107.47122.80129.834.973.0343.0483.08103.07803.0840003.0705713.07000555290METHothers
88.0017.1236.6038.6046.3757.0367.8376.7081.233.101.6001.7121.83001.85481.9010001.9380001.91750333432MJPNothers
915.1530.4861.7865.2377.6894.78112.27129.83137.835.273.0303.0483.08903.10723.1593333.2077143.24575202020310MUSACA

Last rows

5k10k20khalf25k30k35k40kofficialpace5k_avgSpeed10k_avgSpeed20k_avgSpeed25k_avgSpeed30k_avgSpeed35k_avgSpeed40k_avgSpeedrank_overallrank_in_gender_onlyrank_in_divisionageage_divisiongendercountrystate
3163832.8068.18145.92154.50188.33229.33271.10314.93331.8312.676.5606.8187.29607.53327.6443337.7457147.8732529638165415604310MUSAMA
3163934.1269.53144.65153.02190.55237.68288.30336.62356.2013.606.8246.9537.23257.62207.9226678.2371438.4155030827170921725565MUSAMA
3164031.6063.95128.43135.50161.75200.45230.20275.02288.8511.036.3206.3956.42156.47006.6816676.5771436.8755025975147304993330MUSAMA
3164129.8263.33130.45136.98165.40208.53246.65286.62302.9311.575.9646.3336.52256.61606.9510007.0471437.1655027490154725217371MUSAMA
3164237.1076.75163.78173.45210.07257.60305.57352.18374.2214.287.4207.6758.18908.40288.5866678.7305718.8045031296172882598442MUSAMA
3164326.1350.7299.55104.78124.02148.65174.90200.22211.758.085.2265.0724.97754.96084.9550004.9971435.00550984975003414320MUSACA
3164431.0761.28128.37135.85165.02203.43244.70285.47302.5211.556.2146.1286.41856.60086.7810006.9914297.1367527456154595212340MUSAMA
3164528.1859.00123.33130.57157.02192.65229.62266.30282.0010.775.6365.9006.16656.28086.4216676.5605716.6575025092107885231210FUSACT
3164630.9863.75129.90137.03167.82207.52247.18285.87302.7311.556.1966.3756.49506.71286.9173337.0622867.1467527476120095800381FUSAMA
3164726.9253.63108.03114.13135.02161.83189.68216.48228.308.725.3845.3635.40155.40085.3943335.4194295.412001484497711396544MUSAPA